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diff --git a/docs/user/discover.asciidoc b/docs/user/discover.asciidoc
index 42ac1e22ce167..63982430927c1 100644
--- a/docs/user/discover.asciidoc
+++ b/docs/user/discover.asciidoc
@@ -3,9 +3,29 @@
[partintro]
--
-**_Tell {kib} where to find your data, then search and filter it for hidden insights and relationships._**
+**_Gain insight to your data._**
+
+*Discover* enables you to quickly search and filter your data, get information
+about structure of the fields, and visualize your data with *Lens* and *Maps*.
+You can customize and save your searches and place them on a dashboard.
+
+++++
+
+
+++++
-You’ve added your data, and now you’re ready to dig in. You have questions about your data.
+[float]
+=== Explore and query your data
+
+You have questions about your data.
What pages on your website contain a
specific word or phrase? What events were logged most recently?
What processes take longer than 500 milliseconds to respond?
@@ -23,9 +43,6 @@ that summarize the contents of the data.
At the end of this tutorial, you’ll be ready to start exploring with your own
data in *Discover*.
-[role="screenshot"]
-image::images/Discover-Start.png[Discover]
-
[float]
=== Prerequisites
@@ -36,24 +53,6 @@ image::images/Discover-Start.png[Discover]
- You should have an understanding of {ref}/documents-indices.html[{es} documents and indices].
-[float]
-[[whats-you-goal-in-discover]]
-=== Define your goal
-
-When you explore your data in **Discover**, it's common to start with one or two goals:
-
-- **Get an overview of what is happening.**
-For example, you might look for
-information on the overall health and performance of your ecommerce business,
-and then share your findings in a report.
-
-- **Find an answer to a specific question.** You want
-to determine your customers' shopping preferences,
-and then visualize your findings on a dashboard.
-
-For this tutorial, your goal is to better manage your product inventory. You want to
-know the top-selling products and on what day of the week these products sell the most.
-
[float]
[[find-the-data-you-want-to-use]]
=== Find your data
@@ -90,6 +89,9 @@ which can be overwhelming. You’ll modify this table to display only your field
. Scan through the list of **Available fields** to see
what’s in your data. You can also search for a field by name.
++
+[role="screenshot"]
+image:images/discover-sidebar-available-fields.png[Fields list that displays the top five search results, width=50%]
. Find the `manufacturer` field, and then click it to view the five most popular values for that field.
+
@@ -114,7 +116,13 @@ column header, and then use the move and sort controls.
One of the unique capabilities of **Discover** is the ability to combine
free text search with filtering based on structured data.
-To search all fields, enter a simple string in the **Search** field. To search particular fields and
+To search all fields, enter a simple string in the **Search** field.
+
+[role="screenshot"]
+image:images/discover-search-field.png[Search field in Discover]
+
+
+To search particular fields and
build more complex queries, use the <>.
As you type, KQL prompts you with the fields you can search and the operators
you can use to build a structured query.
@@ -137,6 +145,9 @@ You can filter results to include or exclude specific fields, filter for a value
and more. The **Add filter** popup prompts you with the fields you can filter
and the operators you can use.
+[role="screenshot"]
+image:images/discover-add-filter.png[Add filter dialog in Discover]
+
Exclude documents where day of week is not Wednesday:
. Click **Add filter**.
@@ -177,6 +188,9 @@ Saving a search saves the query and the filters.
. In the toolbar, click **Save**.
. Give your search a title, and then click **Save**.
++
+[role="screenshot"]
+image:images/discover-save-saved-search.png[Save saved search in Discover, width=50%]
[float]
=== Visualize your findings
@@ -185,6 +199,9 @@ visualize it from **Discover**.
. From the **Selected fields** list, click `day_of_week`, and then click **Visualize**.
+
+[role="screenshot"]
+image:images/discover-visualize.png[Discover sidebar field popover with visualize button, width=75%]
++
{kib} creates a visualization best suited for this field.
. Drag `manufacturer.keyword` from the field list and drop it on
@@ -195,11 +212,26 @@ image:images/visualize-from-discover.png[Visualization that opens from Discover
. Save your visualization for use on a dashboard.
+If your documents contain geo point fields (image:images/geoip-icon.png[Geo point field icon, width=20px]), you can visualize them in **Maps**.
+
+. Make sure the index pattern is set to **kibana_sample_data_ecommerce** and the configured time range
+contains data.
+
+. From the **Available fields** list, click `geoip.location`, and then click **Visualize**.
++
+[role="screenshot"]
+image:images/discover-maps.png[Map containing documents]
+
+. Save your map for use on a dashboard.
+
+
[float]
=== What’s next?
* <>.
+* <>.
+
* <> to better meet your needs.
In **Advanced Settings**, you can configure the number of documents to show,
the table columns that display by default, and more.
@@ -208,8 +240,6 @@ the table columns that display by default, and more.
* <>.
-* <>.
-
--
include::{kib-repo-dir}/management/index-patterns.asciidoc[]